Haynie Presentation
Ernesto Carrella
March 29, 2016
Objectives
- Policy Simulator
- Agents Flexibility
- Model Flexibility
- Policy Optimization
The One Agent Problem
- Find the most profitable spot to fish
- Constraints:
- No biomass information
- Environment changes over time
- Subproblems:
- How to explore
- Explore-Exploit Tradeoff
Multiple Agents
- Other boats consume biomass
- You can use other boats information
- How to imitate?
- With probability \(p\) explore, with probability \(i\) ask a friend otherwise exploit
ITQ Prices
- Quotas are distributed 90% reds, 10% blue

Blues are choke species

ITQ drives Gear (start)

ITQ drives Gear (end)

Gear fixes wastes

Optimization
